User | brocksuire |
Upload Date | September 28 2021 10:49 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone X |
Model ID | iPhone10,3 |
Motherboard | D22AP |
CPU Information | |
---|---|
Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
251
26.9 IPS |
|
Image Classification (F16)
|
100% |
243
26.1 IPS |
|
Image Classification (I8)
|
81% |
359
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
736
4.54 IPS |
|
Image Segmentation (F16)
|
100% |
737
4.55 IPS |
|
Image Segmentation (I8)
|
89% |
662
4.09 IPS |
|
Pose Estimation (F32)
|
100% |
703
2.84 IPS |
|
Pose Estimation (F16)
|
100% |
681
2.75 IPS |
|
Pose Estimation (I8)
|
80% |
128
0.52 IPS |
|
Object Detection (F32)
|
100% |
479
16.8 IPS |
|
Object Detection (F16)
|
100% |
552
19.4 IPS |
|
Object Detection (I8)
|
52% |
512
18.0 IPS |
|
Face Detection (F32)
|
100% |
727
8.36 IPS |
|
Face Detection (F16)
|
100% |
755
8.68 IPS |
|
Face Detection (I8)
|
75% |
479
5.51 IPS |
|
Text Classification (F32)
|
100% |
106
42.0 IPS |
|
Text Classification (F16)
|
100% |
120
47.4 IPS |
|
Machine Translation (F32)
|
100% |
752
115.9 IPS |
|
Machine Translation (F16)
|
100% |
748
115.3 IPS |